Limits of AI - theoretical, practical, eth...

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Sprache: Englisch

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Beschreibung

Artificial intelligence is a key technology with great expectations in science, industry, and everyday life. This book discusses both the perspectives and the limitations of this technology. This concerns the practical, theoretical, and conceptual challenges that AI has to face. In an early phase of symbolic AI, AI focused on formal programs (e.g., expert systems), in which rule-based knowledge was processed with the help of symbolic logic. Today, AI is dominated by statistics-based machine learning methods and Big Data. While this sub-symbolic AI is extremely successful (e.g., chatbots like ChatGPT), it is often not transparent. The book argues for explainable and reliable AI, in which the logical and mathematical foundations of AI-algorithms become understandable and verifiable.

Über den Autor

Leon Chuas awards include:

IEEE Gustav Robert Kirchhoff Award, 2005"
Top 15 most cited Author in Engineering Award, 2002
(This award was chosen from the Current Contents (ISI) data base of all cited papers in the Engineering discipline (all branches of engineering) indexed from 1991 to October 31, 2001.)
IEEE Neural Networks Pioneer Award, 2000
IEEE Third Millenium Medal, 2000
IEEE Circuits and Systems Society Golden Jubilee Medal, 2000
Mac Van Valkenburg Award (1995 and 1998)
IEEE Centennial Medal, 1985
Alexander von Humboldt Senior US Scientist Award, 1982
Frederick Emmons Award, 1974
IEEE W. R. G. Baker Prize Award, 1973
IEEE Browder J. Thompson Memorial Prize Award, 1973

and he holds several honoris cause doctorates.

Inhaltsverzeichnis

The Concept of Artificial Intelligence.- Practical limits.- Theoretical limits.- Conceptual boundaries.- Prospects for Hybrid AI.- Bibliography.

Details

Erscheinungsjahr:	2024
Genre:	Informatik , Mathematik , Medizin , Naturwissenschaften , Technik
Rubrik:	Naturwissenschaften & Technik
Medium:	Taschenbuch
Reihe:	Technik im Fokus
Inhalt:	xii 156 S. 17 s/w Illustr. 5 farbige Illustr. 158 p. 22 illus. 5 illus. in color.
ISBN-13:	9783662682890
ISBN-10:	3662682893
Sprache:	Englisch
Einband:	Kartoniert / Broschiert
Autor:	Mainzer, Klaus Kahle, Reinhard
Hersteller:	Springer Springer-Verlag GmbH Technik im Fokus
Verantwortliche Person für die EU:	Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße:	203 x 127 x 10 mm
Von/Mit:	Klaus Mainzer (u. a.)
Erscheinungsdatum:	01.04.2024
Gewicht:	0,192 kg